Dataset
download dataset and get info here: https://github.com/JD-P/simulacra-aesthetic-captions
Install
Clone the project and install it:
git clone git@github.com:alecsharpie/pysimulacra.git
cd pysimulacra
make install # or `pip install .`Example
Download the data from the repository linked above and instantiate the class pointing to the sql db. Do it manually (eg with chrome) if curl isn't working
from pysimulacra.data import SimulacraData
ds = SimulacraData('/data/sac_public_2022_06_29.sqlite')
data = ds.fetch_all_data()here data is a dictionary containing all tables from db, key = table_name, value = pd.DataFrame tables.
Table : col1, col2, col3, ...
----------
survey : id, qid, rating
generations : id, sid, method, prompt, verified
images : id, gid, idx
paths : iid, path
ratings : sid, iid, rating, verified
upscales : iid, method
ds.get_image_paths_and_prompts()
ds.get_prompts_and_ratings()
ds.get_image_paths_and_prompts_and_ratings()